Selecting a Predictive Function for a Given Gene Expression Data


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Documentation for package ‘SPreFuGED’ version 1.0

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SPreFuGED-package Selecting a Predictive Function for a Given Gene Expression Data
avAcc Average accuracy data
covMat A covariance matrix generating function.
directClass A function to build and evaluate 10 different classification functions on a given gene expression data.
estimateDataCha A function to estimate data characteristics
fitLMEModel A function to fit a linear mixed effects (LME) model of performance measure on the studied variables
generateGED A function to simulate two groups gene expression data (GED)
plotDirectClass A plotting function for the performance (Accuracy) of direct classifiers
plotSPreFu A plotting function of the predicted performance of classification functions on a given dataset
SPreFu A function for selecting an optimal predictive function for a given gene expression data.
SPreFuGED Selecting a Predictive Function for a Given Gene Expression Data